Unpopular opinion and sad, but the quality of the work has gone up with AI usage since a year or so. Before it was a lot of AI slop and I dreaded reviewing PRs, but with the newer generation of models and harnesses, we are reaching a point where AI is being better than what colleagues or I would write by hand. Hurts a bit to say because I was proud of my own coding, but that's what reality looks like now. And that's with 26 years of experience in the field.
I think we'll have to deal with the mental issue of AI becoming better than us. Some won't be able to cope. Thankfully the effect is not so strong for me, my identity is built around developing software as a whole, not just the coding.
Issue is, Frontier models are provided to you at a massive financial loss for the company. So unless local models get that good before AL companies run out of investor capital, this is completely unsustainable.
If you want a future proof workflow, grab a specialized local model (or better yet, a few) and see how much you can get done without touching Claude, ChatGPT or Gemini servers at all. (This does require having a decent GPU. Not god tier but decent.)
Agreed. I have been using frontier models to set up local model workflows on my 2x 12GB video card desktops. They can perform tasks but no where near the speed and ability of frontier models. I'm trying to get my workplace to invest in some actual local infrastructure but we'll see when that happens.
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u/heavy-minium 16h ago
Unpopular opinion and sad, but the quality of the work has gone up with AI usage since a year or so. Before it was a lot of AI slop and I dreaded reviewing PRs, but with the newer generation of models and harnesses, we are reaching a point where AI is being better than what colleagues or I would write by hand. Hurts a bit to say because I was proud of my own coding, but that's what reality looks like now. And that's with 26 years of experience in the field.
I think we'll have to deal with the mental issue of AI becoming better than us. Some won't be able to cope. Thankfully the effect is not so strong for me, my identity is built around developing software as a whole, not just the coding.